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Beamforming with microphone arrays for directional sources .

机译:用麦克风阵列进行波束形成的定向源。

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摘要

Beamforming may be used to improve signal-to-noise ratio, reduce reverberation, cancel interference, or estimate source location. It is done with an array of sensors using a model of the arriving wavefront. Conventionally, a plane wave or point source model is used and this can cause decreased array gain or even total breakdown of beamforming when the source is directional. The directivity of some real world acoustic sources is reviewed in this work. Examples are shown where using a point source model leads to large performance penalties, such as when the array subtends a significant angle about the source. The performance penalty of using a point source model to beamform on the human talker is estimated using phase information available in the literature.;Methods are demonstrated to estimate the weighted sum, based on the observed data. Simulation and experimentally measured results for a simple directional source and an array of 16 microphones show that the proposed beamforming method provides an array gain of about 11 dB while conventional beamforming, with a value of -4 dB, does not provide any useful gain. Simulation results for simple sources in the presence of diffuse noise, diffuse noise and reverberation, or diffuse noise and an interferer are also presented. The computational complexity of the proposed beamforming method is also compared to that of conventional beamforming.;An extension of beamforming applicable to directional sources with unknown directivity is presented. In the thesis, the proposed method is mostly intended for sound pickup of audio sources. The proposed beamforming method defines a set of "sub-beamformers", each designed to respond to a different spatial mode of the source. The outputs of the individual sub-beamformers are combined in a weighted sum to give an overall output of better quality than that of a conventional (point source) beamformer. It is shown that with appropriate weighting, the optimum array gain can be achieved In the case that the source happens to be a point source, the method reduces to conventional beamforming.
机译:波束成形可用于提高信噪比,减少混响,消除干扰或估计源位置。使用到达波前的模型,通过一系列传感器来完成。传统上,使用平面波或点源模型,当源为方向性时,这可能会导致阵列增益降低,​​甚至导致波束成形彻底崩溃。这项工作回顾了一些现实世界中声源的方向性。给出了使用点源模型会导致较大的性能损失的示例,例如,当阵列围绕源显着倾斜时。利用文献中可获得的相位信息来估计使用点源模型对人类说话者进行波束成形的性能损失。证明了基于观测数据来估计加权和的方法。对一个简单的定向源和16个麦克风阵列进行的仿真和实验测量结果表明,所提出的波束成形方法可提供约11 dB的阵列增益,而传统的波束成形(值为-4 dB)不会提供任何有用的增益。还给出了存在散射噪声,散射噪声和混响或散射噪声和干扰源的简单信号源的仿真结果。并将所提出的波束形成方法的计算复杂度与常规波束形成方法进行了比较。;提出了适用于方向性未知方向性波束的扩展。本文提出的方法主要用于音频源的拾音。所提出的波束成形方法定义了一组“子波束成形器”,每个子波束成形器旨在响应源的不同空间模式。单个子波束形成器的输出以加权总和进行组合,以提供比传统(点源)波束形成器更好的总体质量。结果表明,通过适当的加权,可以获得最佳的阵列增益。在光源恰好是点光源的情况下,该方法简化为传统的波束成形。

著录项

  • 作者

    Bouchard, Christian.;

  • 作者单位

    University of Ottawa (Canada).;

  • 授予单位 University of Ottawa (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 249 p.
  • 总页数 249
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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